Run
8865532

Run 8865532

Task 145681 (Supervised Classification) wine-quality-white Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.6715
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4537
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1143.4955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1931
Cross-validation details (10-fold Crossvalidation)
Number of instances
4898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8657
Cross-validation details (10-fold Crossvalidation)
Recall
0.4594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3106
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0115
Cross-validation details (10-fold Crossvalidation)